setwd("C:/Users/Architect_shwet/Desktop/New folder/credit card fraud detection")
library(dplyr)
library(ggplot2)
library(readr)#faster data reading
library(ggridges)
library(highcharter)
library(purrr)
library(keras)
library(tidyr)
library(caret)
Loading required package: lattice
Attaching package: <U+393C><U+3E31>caret<U+393C><U+3E32>
The following object is masked from <U+393C><U+3E31>package:purrr<U+393C><U+3E32>:
lift
fraud <- read.csv('creditcard.csv')
glimpse(fraud)
head(fraud,5)
dim(fraud)
sapply(fraud, class)
table(fraud$Class)
#modifying time variable in hours
time <- fraud %>% select(Time)
head(time,4)
time <- time %>% mutate( Time = (Time/(60*60)))
hchart(time$Time, color = "purple", name = "Time in hours") %>%
hc_title( text = "Histogram of Time taken for each transaction in hours", align = "center") %>%
hc_exporting(enabled = T) %>%
hc_add_theme(hc_theme_elementary())
#histogram of amount till 90 percentile
ggplot(aes(x=Amount),data = fraud) +
geom_histogram(color="black",fill="green",alpha=0.8,bins=30) +
scale_x_continuous(breaks=seq(0,1000,100),limits=c(0,quantile(fraud$Amount,c(0.99)))) +
scale_y_continuous(limits=c(0,30000)) +
ggtitle("Histogram of Transaction Amount") +
xlab("Amount till 90 percentile") +
ylab("Frequency")

For an autoencoder to work well we have a strong initial assumption:
that the distribution of variables for normal transactions is different from the distribution for
fraudulent ones. Let’s make some plots to verify this.
We can see that distributions of variables for fraudulent transactions are very different then from normal ones, except for the Time variable,
which seems to have the exact same distribution.
#let's check the distribution of Amount and The normal and fradulent transactions
ggplot(fraud,aes(y=Amount,x=Class)) +
geom_boxplot(aes(group=Class)) +
scale_y_continuous(limits=c(0,quantile(Amount,c(0.99))))

ggplot(fraud,aes(x=Time,y=Amount,color=as.factor(Class))) +
geom_point() +
#adding custom colors
labs(x="Time",y="amount",title="Scatter plot of Time vs Amount colored by type of transaction",
color="Fraud")

#Spliting training set into two parts based on outcome: 75% and 25%
index <- createDataPartition(fraud$Class, p=0.75, list=FALSE)
trainSet <- fraud[ index,]
testSet <- fraud[-index,]
dim(trainSet)
[1] 213606 31
#Normalizing the inputs
#min-max normalization
#function to extract descriptive statistic params to be used in a min-max normalization function
desc_stat<- function(x)
{
map(x,~list(
min = min(.x),
max = max(.x),
mean = mean(.x),
sd = sd(.x)
))
}
# Given a dataset and normalization constants it will create a min-max normalized
# version of the dataset.
minmax_norm <- function(x, desc) {
map2_dfc(x, desc, ~(.x - .y$min)/(.y$max - .y$min))
}
#getting descriptive stattistics parameters for train and test data
desc_train<-trainSet %>%
select(-Class) %>%
desc_stat()
head(desc_train, 3)
$Time
$Time$min
[1] 0
$Time$max
[1] 172792
$Time$mean
[1] 94813.26
$Time$sd
[1] 47484.14
$V1
$V1$min
[1] -56.40751
$V1$max
[1] 2.45493
$V1$mean
[1] -0.002450399
$V1$sd
[1] 1.964192
$V2
$V2$min
[1] -72.71573
$V2$max
[1] 22.05773
$V2$mean
[1] -0.002099517
$V2$sd
[1] 1.664487
desc_test <-testSet %>%
select(-Class) %>%
desc_stat()
#training inputs
x_train<- trainSet %>% select(-Class) %>%
minmax_norm(desc_train) %>%
as.matrix()
dim(x_train)
[1] 213606 30
x_test<- testSet %>% select(-Class) %>%
minmax_norm(desc_test) %>%
as.matrix()
head(x_train, 3)
Time V1 V2 V3 V4 V5 V6 V7 V8
[1,] 0.000000e+00 0.9785420 0.7700667 0.8402985 0.2717965 0.7661203 0.2621917 0.2648754 0.7862984
[2,] 5.787305e-06 0.9418780 0.7653040 0.8684836 0.2136612 0.7656469 0.2755592 0.2668031 0.7894342
[3,] 1.157461e-05 0.9386168 0.7765198 0.8642507 0.2697964 0.7629751 0.2639842 0.2689678 0.7824835
V9 V10 V11 V12 V13 V14 V15 V16 V17
[1,] 0.4518299 0.5052673 0.3811877 0.7430826 0.4861902 0.6412190 0.3838397 0.4542721 0.7277940
[2,] 0.4126948 0.5075850 0.2718174 0.7094865 0.4876347 0.6363721 0.2891244 0.4049313 0.7112528
[3,] 0.4889442 0.5243028 0.2363546 0.7231205 0.5525089 0.6084059 0.3494188 0.4246279 0.7242425
V18 V19 V20 V21 V22 V23 V24 V25 V26
[1,] 0.6406811 0.5527877 0.5795298 0.5578399 0.4802370 0.6713734 0.3364400 0.5872903 0.4460130
[2,] 0.7884915 0.4677830 0.5780502 0.5597337 0.5102770 0.6670139 0.2238259 0.6142454 0.3891967
[3,] 0.6506652 0.6270327 0.5846153 0.5613275 0.5472707 0.6678042 0.4012698 0.5663427 0.5074968
V27 V28 Amount
[1,] 0.4163451 0.3134227 0.0001047053
[2,] 0.4176687 0.3143710 0.0048071010
[3,] 0.4205610 0.3174900 0.0027242834
#class lebels for training data
y_train<-trainSet %>% select(Class)
#Class labels for test data
y_test<-testSet %>% select(Class)
#generating a symmetric autoencodes with 3 dense layers
model <- keras_model_sequential()
model %>%
layer_dense(units = 15, activation = "tanh", input_shape = ncol(x_train)) %>%
layer_dense(units = 8, activation = "tanh") %>%
layer_dense(units = ncol(x_train))
summary(model)
________________________________________________________________________________________________________
Layer (type) Output Shape Param #
========================================================================================================
dense_1 (Dense) (None, 15) 465
________________________________________________________________________________________________________
dense_2 (Dense) (None, 8) 128
________________________________________________________________________________________________________
dense_3 (Dense) (None, 30) 270
========================================================================================================
Total params: 863
Trainable params: 863
Non-trainable params: 0
________________________________________________________________________________________________________
let’s compile and define the loss function and optimization streategy to use-
we will use ADAM as the optimizer to optimze the network and update weights and params
and minimize the loss
model %>%
compile(loss = "mean_squared_error", optimizer = "adam")
let’s train the model
we will only feed our model the normal(non-fradulent) cases, so that it is able to encode
that how and differentiate between normal and non-fradulent cases using the different distribution
amongst both
model %>%
fit(x = x_train[y_train == 0,],
y = x_train[y_train == 0,],
epochs = 100,
batch_size = 32,
validation_data = list(x_test[y_test == 0,], x_test[y_test == 0,]),
callbacks = callback_tensorboard(log_dir = "logs/run_a")
)
2018-04-16 18:20:04.336805: W c:\tf_jenkins\home\workspace\release-win\m\windows\py\36\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:20:04.366879: W c:\tf_jenkins\home\workspace\release-win\m\windows\py\36\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:20:04.369050: W c:\tf_jenkins\home\workspace\release-win\m\windows\py\36\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE3 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:20:04.371245: W c:\tf_jenkins\home\workspace\release-win\m\windows\py\36\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.1 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:20:04.373417: W c:\tf_jenkins\home\workspace\release-win\m\windows\py\36\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use SSE4.2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:20:04.375956: W c:\tf_jenkins\home\workspace\release-win\m\windows\py\36\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:20:04.378785: W c:\tf_jenkins\home\workspace\release-win\m\windows\py\36\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use AVX2 instructions, but these are available on your machine and could speed up CPU computations.
2018-04-16 18:20:04.381607: W c:\tf_jenkins\home\workspace\release-win\m\windows\py\36\tensorflow\core\platform\cpu_feature_guard.cc:45] The TensorFlow library wasn't compiled to use FMA instructions, but these are available on your machine and could speed up CPU computations.
Train on 213235 samples, validate on 71080 samples
Epoch 1/100
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213235/213235 [==============================] - 13s - loss: 0.0054 - val_loss: 0.0115
Epoch 2/100
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213235/213235 [==============================] - 13s - loss: 6.9094e-04 - val_loss: 0.0103
Epoch 3/100
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Epoch 4/100
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213235/213235 [==============================] - 13s - loss: 4.8118e-04 - val_loss: 0.0102
Epoch 5/100
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Epoch 6/100
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Epoch 7/100
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Epoch 8/100
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213235/213235 [==============================] - 22s - loss: 4.4008e-04 - val_loss: 0.0101
Epoch 9/100
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213235/213235 [==============================] - 16s - loss: 4.3953e-04 - val_loss: 0.0101
Epoch 10/100
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213235/213235 [==============================] - 15s - loss: 4.3905e-04 - val_loss: 0.0101
Epoch 11/100
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Epoch 12/100
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Epoch 13/100
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213235/213235 [==============================] - 13s - loss: 4.3832e-04 - val_loss: 0.0101
Epoch 14/100
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213235/213235 [==============================] - 13s - loss: 4.3811e-04 - val_loss: 0.0099
Epoch 15/100
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Epoch 16/100
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Epoch 17/100
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Epoch 18/100
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Epoch 19/100
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Epoch 20/100
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Epoch 21/100
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Epoch 22/100
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Epoch 23/100
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Epoch 24/100
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213235/213235 [==============================] - 15s - loss: 4.3712e-04 - val_loss: 0.0099
Epoch 25/100
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Epoch 26/100
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Epoch 27/100
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213235/213235 [==============================] - 14s - loss: 4.3688e-04 - val_loss: 0.0098
Epoch 28/100
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213235/213235 [==============================] - 10s - loss: 4.3690e-04 - val_loss: 0.0098
Epoch 29/100
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Epoch 30/100
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213235/213235 [==============================] - 10s - loss: 4.3685e-04 - val_loss: 0.0098
Epoch 31/100
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213235/213235 [==============================] - 10s - loss: 4.3683e-04 - val_loss: 0.0098
Epoch 32/100
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Epoch 33/100
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213235/213235 [==============================] - 10s - loss: 4.3681e-04 - val_loss: 0.0099
Epoch 34/100
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Epoch 35/100
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Epoch 36/100
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213235/213235 [==============================] - 10s - loss: 4.3666e-04 - val_loss: 0.0098
Epoch 37/100
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213235/213235 [==============================] - 10s - loss: 4.3660e-04 - val_loss: 0.0099
Epoch 38/100
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Epoch 39/100
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213235/213235 [==============================] - 10s - loss: 4.3657e-04 - val_loss: 0.0099
Epoch 40/100
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Epoch 41/100
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Epoch 42/100
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213235/213235 [==============================] - 10s - loss: 4.3645e-04 - val_loss: 0.0097
Epoch 43/100
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Epoch 44/100
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213235/213235 [==============================] - 10s - loss: 4.3638e-04 - val_loss: 0.0098
Epoch 45/100
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Epoch 46/100
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Epoch 47/100
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213235/213235 [==============================] - 10s - loss: 4.3637e-04 - val_loss: 0.0098
Epoch 48/100
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Epoch 49/100
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Epoch 50/100
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213235/213235 [==============================] - 10s - loss: 4.3628e-04 - val_loss: 0.0098
Epoch 51/100
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213235/213235 [==============================] - 11s - loss: 4.3627e-04 - val_loss: 0.0098
Epoch 52/100
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Epoch 53/100
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213235/213235 [==============================] - 10s - loss: 4.3623e-04 - val_loss: 0.0099
Epoch 54/100
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Epoch 55/100
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213235/213235 [==============================] - 10s - loss: 4.3628e-04 - val_loss: 0.0098
Epoch 56/100
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213235/213235 [==============================] - 10s - loss: 4.3623e-04 - val_loss: 0.0098
Epoch 57/100
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Epoch 58/100
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213235/213235 [==============================] - 10s - loss: 4.3618e-04 - val_loss: 0.0098
Epoch 59/100
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Epoch 60/100
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Epoch 61/100
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Epoch 62/100
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213235/213235 [==============================] - 10s - loss: 4.3612e-04 - val_loss: 0.0098
Epoch 63/100
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Epoch 64/100
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213235/213235 [==============================] - 10s - loss: 4.3612e-04 - val_loss: 0.0097
Epoch 65/100
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213235/213235 [==============================] - 10s - loss: 4.3617e-04 - val_loss: 0.0097
Epoch 66/100
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Epoch 67/100
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213235/213235 [==============================] - 10s - loss: 4.3614e-04 - val_loss: 0.0098
Epoch 68/100
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Epoch 69/100
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213235/213235 [==============================] - 11s - loss: 4.3611e-04 - val_loss: 0.0098
Epoch 70/100
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213235/213235 [==============================] - 11s - loss: 4.3614e-04 - val_loss: 0.0098
Epoch 71/100
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Epoch 72/100
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213235/213235 [==============================] - 10s - loss: 4.3613e-04 - val_loss: 0.0098
Epoch 73/100
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Epoch 74/100
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Epoch 75/100
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213235/213235 [==============================] - 10s - loss: 4.3617e-04 - val_loss: 0.0097
Epoch 76/100
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213235/213235 [==============================] - 10s - loss: 4.3613e-04 - val_loss: 0.0098
Epoch 77/100
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Epoch 78/100
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213235/213235 [==============================] - 10s - loss: 4.3610e-04 - val_loss: 0.0097
Epoch 79/100
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Epoch 80/100
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Epoch 81/100
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213235/213235 [==============================] - 10s - loss: 4.3609e-04 - val_loss: 0.0098
Epoch 82/100
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Epoch 83/100
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213235/213235 [==============================] - 10s - loss: 4.3616e-04 - val_loss: 0.0098
Epoch 84/100
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213235/213235 [==============================] - 11s - loss: 4.3616e-04 - val_loss: 0.0098
Epoch 85/100
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Epoch 86/100
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213235/213235 [==============================] - 10s - loss: 4.3612e-04 - val_loss: 0.0098
Epoch 87/100
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213235/213235 [==============================] - 10s - loss: 4.3611e-04 - val_loss: 0.0097
Epoch 88/100
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Epoch 89/100
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213235/213235 [==============================] - 10s - loss: 4.3610e-04 - val_loss: 0.0098
Epoch 90/100
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Epoch 91/100
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Epoch 92/100
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213235/213235 [==============================] - 10s - loss: 4.3607e-04 - val_loss: 0.0097
Epoch 93/100
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Epoch 94/100
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Epoch 95/100
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213235/213235 [==============================] - 10s - loss: 4.3606e-04 - val_loss: 0.0098
Epoch 96/100
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Epoch 97/100
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213235/213235 [==============================] - 10s - loss: 4.3605e-04 - val_loss: 0.0098
Epoch 98/100
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213235/213235 [==============================] - 10s - loss: 4.3610e-04 - val_loss: 0.0098
Epoch 99/100
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Epoch 100/100
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tensorboard(log_dir = "logs/run_a")
Started TensorBoard at http://127.0.0.1:4439
#calculating the mean squared error
pred.train<-predict(model,x_train)
pred.test = predict(model,x_test)
mse_train<- apply((x_train-pred.train)^2,1,sum)
mse_test<-apply((x_test-pred.test)^2,1,sum)
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